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Titlebook: Adaptive Business Intelligence; Zbigniew Michalewicz,Martin Schmidt,Constantin Chi Book 2006 Springer-Verlag Berlin Heidelberg 2006 Adapti

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發(fā)表于 2025-3-21 17:06:17 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Adaptive Business Intelligence
影響因子2023Zbigniew Michalewicz,Martin Schmidt,Constantin Chi
視頻videohttp://file.papertrans.cn/145/144602/144602.mp4
發(fā)行地址The book combines a variety of predictive data mining techniques with modern heuristic optimization techniques, explaining core concepts in a manner aimed at the non-expert reader (business manager, s
圖書封面Titlebook: Adaptive Business Intelligence;  Zbigniew Michalewicz,Martin Schmidt,Constantin Chi Book 2006 Springer-Verlag Berlin Heidelberg 2006 Adapti
影響因子.In the modern information era, managers must recognize the competitive opportunities represented by decision-support tools. Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address the fundamental questions: What is likely to happen in the future? And what is the best decision right now? Adaptive Business Intelligence includes elements of data mining, predictive modeling, forecasting, optimization, and adaptability...The authors have considerable academic research backgrounds in artificial intelligence and related fields, combined with years of practical consulting experience in businesses and industries worldwide. In this book they explain the science and application of numerous prediction and optimization techniques, as well as how these concepts can be used to develop adaptive systems. The techniques covered include linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling...This book is suitab
Pindex Book 2006
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Characteristics of Complex Business Problemsbiological systems.Covers the latest in multiscaling for mol.This book covers the latest research work done in the area of interface mechanics of collagen and chitin-based biomaterials along with various techniques that can be used to understand mechanics of biological systems and materials. Topics
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An Extended Example: Car Distributionive models.The methods are presented in detail through relev. .This book presents two new decomposition methods to decompose a time series in intrinsic components of low and high frequencies. The methods are based on Singular Value Decomposition (SVD) of a Hankel matrix (HSVD). The proposed decompos
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Prediction Methods and Modelsheld at Santorini, Greece, September 9 – 11, 2013. It consists of 20 chapters which are divided in five thematic topics: Damage and fracture, homogenization, inverse problems–identification, multiscale stochastic mechanics and stochastic dynamics..Over the last few years, the intense research activi
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Modern Optimization Techniquesderstanding of multiscale phenomena in biomechanics and mech.Presenting a state-of-the-art overview of theoretical and computational models that link characteristic biomechanical phenomena, this book provides guidelines and examples for creating multiscale models in representative systems and organi
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Fuzzy Logicf size and complexity. In addition, it presents a specially designed multi-task toolkit and interface – the MBN Studio – which enables the set-up of input files, controls the simulations, and supports the subsequent visualization and analysis of the results obtained. The book subsequently provides a
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Other Methods and Techniques mathematicians working on multiscale techniques (homogenisation, singular perturbation) and specialists from applied sciences who use these techniques. Our idea was that mathematicians could contribute to solving problems in the emerging applied disciplines usually overlooked by them and that speci
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